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Data Collection Courses

Data collection courses can help you learn survey design, sampling techniques, data cleaning, and statistical analysis. You can build skills in qualitative and quantitative research methods, data visualization, and ethical considerations in data handling. Many courses introduce tools like Excel for data manipulation, R for statistical analysis, and software like Qualtrics for survey creation, showing how these skills are applied in real-world research settings.

Popular Data Collection Courses and Certifications


  • J

    Johns Hopkins University

    Surveillance Systems: The Building Blocks

    Skills you'll gain: Epidemiology, Public Health, Public Health and Disease Prevention, Health Assessment, Community Health, Health Policy, Program Evaluation, Infectious Diseases, Data Quality, Data Collection, Report Writing

    ★ 4.8 (499) · Beginner · Course · 1 - 4 Weeks

  • U

    Universidad de los Andes

    Analytics en las organizaciones

    Skills you'll gain: Business Analytics, Data Strategy, Process Analysis, Data Architecture, Business Intelligence, Analytics, Organizational Effectiveness, Data-Driven Decision-Making, Data Governance, Data Analysis, Information Technology Architecture, Analytical Skills, Process Improvement, Organizational Strategy, Competitive Analysis, Organizational Structure

    ★ 4.7 (59) · Beginner · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Everyday Excel

    Skills you'll gain: Microsoft Excel, Pivot Tables And Charts, Dashboard Creation, Data Validation, Excel Formulas, Dashboard, Data Management, Data Visualization, Spreadsheet Software, Depreciation, Data Cleansing, Consolidation, Regression Analysis, Case Studies, Financial Analysis, Microsoft Office, Financial Modeling, Analysis, Data Integrity, Problem Solving

    ★ 4.7 (4.1K) · Beginner · Specialization · 3 - 6 Months

  • S

    SAS

    Regression Modeling Fundamentals

    Skills you'll gain: Logistic Regression, Predictive Modeling, Predictive Analytics, SAS (Software), Statistical Modeling, Regression Analysis, Statistical Programming, Model Evaluation, Statistical Software, Model Training, Data Validation, Statistical Analysis, Model Deployment, Statistical Methods, Correlation Analysis, Statistical Hypothesis Testing, Probability

    ★ 4.7 (53) · Intermediate · Course · 1 - 3 Months

  • C

    Cisco Learning and Certifications

    Cisco Unified Computing System

    Skills you'll gain: Data Centers, Cloud Infrastructure, Cloud Computing, Infrastructure Architecture, Data Infrastructure, Hybrid Cloud Computing, Network Infrastructure, Servers, Cloud Management, Computing Platforms, Hardware Architecture, System Configuration, Server Administration, Cloud Deployment, Networking Hardware, Computer Hardware, IT Automation

    Beginner · Course · 1 - 4 Weeks

  • U

    Universitat Politècnica de València

    Excel: creación de un panel gráfico de control empresarial

    Skills you'll gain: Data Presentation, Pivot Tables And Charts, Dashboard, Microsoft Excel, Dashboard Creation, Data Visualization, Spreadsheet Software, Graphing, Excel Formulas, Business Reporting, Data Processing, Data Synthesis, Data Analysis, Consolidation, Data Integration

    Intermediate · Course · 1 - 4 Weeks

  • M

    Michigan State University

    Become a Journalist: Report the News!

    Skills you'll gain: Interviewing Skills, Journalism, Media and Communications, Multimedia, Driving engagement, Electronic Media, Report Writing, Research Reports, Investigation, Research, Storytelling, Peer Review, Content Creation, Ethical Standards And Conduct, International Relations, Data Collection, Oral Expression, Rapport Building, Media Production, Writing

    ★ 4.7 (1.7K) · Beginner · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Introduction to Google Security Operations (SIEM)

    Skills you'll gain: Security Information and Event Management (SIEM), Role-Based Access Control (RBAC), Dashboard Creation, Threat Detection, Incident Response, Data Import/Export, Identity and Access Management, Computer Security Incident Management, Data Integration, Data Modeling

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Production-Ready Multimodal ML Engineering

    Skills you'll gain: MLOps (Machine Learning Operations), Data Validation, Model Deployment, Test Driven Development (TDD), Apache Airflow, Data Pipelines, Containerization, Extract, Transform, Load, Kubernetes, Data Infrastructure, Model Training, Data Integrity, Model Optimization, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Software, Artificial Intelligence, Artificial Neural Networks, Machine Learning Algorithms, Natural Language Processing, Algorithms

    Intermediate · Course · 3 - 6 Months

  • M

    Meta

    Meta React

    Skills you'll gain: Jest (JavaScript Testing Framework), React.js, Event-Driven Programming, UI Components, Web Development Tools, Code Reusability, Front-End Web Development, JavaScript Frameworks, Application Programming Interface (API), Web Applications, Unit Testing, Application Development, Software Design Patterns, Javascript, Development Environment, Context Management, Hypertext Markup Language (HTML), Cascading Style Sheets (CSS), Dataflow

    ★ 4.7 (3.7K) · Intermediate · Specialization · 1 - 3 Months

  • P

    Packt

    Cloud Security for IT Professionals

    Skills you'll gain: Cloud Security, AWS Identity and Access Management (IAM), Identity and Access Management, Cloud Computing, Security Information and Event Management (SIEM), Cloud Deployment, Cloud Computing Architecture, Cloud Management, Secure Coding, Threat Detection, Cloud Solutions, Cloud Infrastructure, Network Security, Application Security, Data Security, Encryption, Event Monitoring, Security Testing, Cloud Applications, Data Encryption Standard

    Intermediate · Course · 1 - 3 Months

  • N

    Neal Davis

    AWS Machine Learning Engineer Associate Exam Prep

    Skills you'll gain: Model Deployment, AWS SageMaker, Amazon Bedrock, MLOps (Machine Learning Operations), Amazon Web Services, Cloud Deployment, Data Preprocessing, Model Evaluation, Amazon S3, Generative AI, Data Storage, Generative Model Architectures, Data Storage Technologies, Model Training, Feature Engineering, Exploratory Data Analysis, Applied Machine Learning, Machine Learning, Amazon Redshift, Cloud Engineering

    Intermediate · Course · 1 - 3 Months

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In summary, here are 10 of our most popular data collection courses

  • Surveillance Systems: The Building Blocks: Johns Hopkins University
  • Analytics en las organizaciones: Universidad de los Andes
  • Everyday Excel: University of Colorado Boulder
  • Regression Modeling Fundamentals: SAS
  • Cisco Unified Computing System: Cisco Learning and Certifications
  • Excel: creación de un panel gráfico de control empresarial: Universitat Politècnica de València
  • Become a Journalist: Report the News!: Michigan State University
  • Introduction to Google Security Operations (SIEM): Google Cloud
  • Production-Ready Multimodal ML Engineering: Coursera
  • Meta React: Meta

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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